Comment by gmt2027

This is exactly right. The lakehouse is a custom data warehouse you can build out of these cloud primitives to suit the specific data needs of an organisation. Think of it as a database scaled up by several orders of magnitude. Everything from storage costs to latency can be optimised as design choices. The common core in this architecture is data held in standard file formats such as parquet, delta tables, avro etc.